Pre-service mathematics teachers (PSTs) enter university with diverse beliefs and understandings of teaching and learning; yet, they may not be aware of how these conceptions are related to their epistemological and efficacy beliefs. This study explored how the mathematical beliefs, mathematics self-efficacy, and mathematics teaching efficacy of PSTs predict their teaching and learning conceptions. Participants were 80 PSTs (59.7% men and 40.3% women) who were studying in a 5-year full-time undergraduate degree program at a comprehensive research university in Hong Kong. Multiple regression analyses were performed to investigate the relationships between the PSTs' teaching and learning conceptions and various predictors. The results indicated that mathematical beliefs and personal mathematics teaching efficacy, a component of mathematics teaching efficacy, predicted traditional conceptions. Mathematics self-efficacy and mathematics teaching outcome expectancy, another component of mathematics teaching efficacy, predicted constructivist conceptions. This study yields insights into the different roles of mathematical beliefs, mathematics self-efficacy, and mathematics teaching efficacy in explaining and predicting the teaching and learning conceptions among PSTs, which demonstrates the potential to inform and improve PSTs' professional learning and development. Copyright © 2022 Springer.

There have been increasing concerns about the significant decline in teenagers’ intentions to pursue STEM subjects or careers. This study examined how students’ perceptions of parental expectations, STEM cultural capital, mathematics/science self-efficacy, gender, and parents’ jobs were associated with STEM career aspirations and tested whether these associations differed by school level. Data were collected from 1,864 junior and 665 senior secondary students in Hong Kong via an online survey. Results indicated that, perceived parental long-term expectations were closely linked to STEM career aspirations, whereas, perceived parental short-term expectations were closely linked to self-efficacy. Out-of-school STEM experiences and STEM media consumption both had positive impacts on aspirations and shaped different aspects of students’ perceived parental expectations. Additionally, significant gender differences were found in STEM media consumption, self-efficacy, and aspirations. These relationships mainly were invariant across school levels. However, the indirect paths from STEM media consumption to aspirations via self-efficacy varied significantly between junior and senior secondary students. Based on these findings, this study argues for the essential role of perceived parental expectations in shaping STEM career aspirations for teenagers. STEM cultural capital may be more productive and supportive if it promotes teenagers’ interpretations of parental expectations and their mathematics and science self-efficacy. Copyright © 2022 Informa UK Limited, trading as Taylor & Francis Group.